Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only a Windows-based VM image update example (using MicrosoftWindowsServer and batch.node.windows amd64), with no Linux equivalent shown. The C# SDK example exclusively references Windows images and node agent SKUs, and there are no Linux or cross-platform code samples. Windows terminology and tools are mentioned first and exclusively in the example sections.
Recommendations
  • Provide parallel examples for updating Linux-based pools, including Linux VM image references and node agent SKUs in code samples.
  • Include at least one example using a Linux image (e.g., Ubuntu, CentOS) in both the C# SDK and REST API sections.
  • Use more neutral or cross-platform language in examples and explanations, or explicitly show both Windows and Linux options.
  • If referencing Windows-specific tools or patterns, ensure Linux equivalents are also mentioned and documented.
  • Consider adding a table or section comparing Windows and Linux pool property update considerations, if any differences exist.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets